Ahlame Douzal Chouakria

ORCID

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 19

Top Venues

AALTD@PKDD/ECML

AALTD@PKDD/ECML (Revised Selected Papers)

Pattern Recognit. Lett.

CoRR

Paris Dauphine University, France (PHD)

Education History

Paris Dauphine University, France

PHD

Publications

Lynne Billard, Ahlame Douzal Chouakria, Seyed Yaser Samadi
Exploring Dynamic Structures in Matrix-Valued Time Series via Principal Component Analysis. Axioms 12 (6) (2023)
Thi Phuong Thao Tran, Ahlame Douzal Chouakria, Saeed Varasteh Yazdi, Paul Honeine, Patrick Gallinari
Interpretable time series kernel analytics by pre-image estimation. Artif. Intell. 286 (2020)
Jidong Yuan, Ahlame Douzal Chouakria, Saeed Varasteh Yazdi, Zhihai Wang
A large margin time series nearest neighbour classification under locally weighted time warps. Knowl. Inf. Syst. 59 (1) (2019)
Son T. Mai, Sihem Amer-Yahia, Ahlame Douzal Chouakria
Scalable Active Temporal Constrained Clustering. EDBT (2018)
Saeed Varasteh Yazdi, Ahlame Douzal Chouakria, Patrick Gallinari, Manuel Moussallam
Time Warp Invariant Dictionary Learning for Time Series Clustering: Application to Music Data Stream Analysis. ECML/PKDD (1) (2018)
Saeed Varasteh Yazdi, Ahlame Douzal Chouakria
SVD: Sparse coding and dictionary learning for time series under time warp. Pattern Recognit. Lett. 112 (2018)
Son T. Mai, Sihem Amer-Yahia, Sébastien Bailly, Jean Louis Pépin, Ahlame Douzal Chouakria, Ky T. Nguyen, Anh-Duong Nguyen
Evolutionary Active Constrained Clustering for Obstructive Sleep Apnea Analysis. Data Sci. Eng. 3 (4) (2018)
Son T. Mai, Sihem Amer-Yahia, Ahlame Douzal Chouakria, Ky T. Nguyen, Anh-Duong Nguyen
Scalable Active Constrained Clustering for Temporal Data. DASFAA (1) (2018)
Cao-Tri Do, Ahlame Douzal Chouakria, Sylvain Marié, Michèle Rombaut, Saeed Varasteh
Multi-modal and multi-scale temporal metric learning for a robust time series nearest neighbors classification. Inf. Sci. 418 (2017)
Saeid Soheily-Khah, Ahlame Douzal Chouakria, Éric Gaussier
Generalized k-means-based clustering for temporal data under weighted and kernel time warp. Pattern Recognit. Lett. 75 (2016)
François Kawala, Éric Gaussier, Ahlame Douzal Chouakria, Eustache Diemert
A study of different keyword activity prediction problems in social media. Int. J. Soc. Netw. Min. 2 (3) (2016)
Sofia Kleisarchaki, Sihem Amer-Yahia, Ahlame Douzal Chouakria, Vassilis Christophides
Querying Temporal Drifts at Multiple Granularities (Technical Report). CoRR (2016)
Saeid Soheily-Khah, Ahlame Douzal Chouakria, Éric Gaussier
Progressive and Iterative Approaches for Time Series Averaging. AALTD@PKDD/ECML (2015)
Saeid Soheily-Khah, Ahlame Douzal Chouakria, Éric Gaussier
A Comparison of Progressive and Iterative Centroid Estimation Approaches Under Time Warp. AALTD@PKDD/ECML (Revised Selected Papers) (2015)
Sofia Kleisarchaki, Sihem Amer-Yahia, Ahlame Douzal Chouakria, Vassilis Christophides
Querying Temporal Drifts at Multiple Granularities. CIKM (2015)
Lynne Billard, Ahlame Douzal Chouakria, Seyed Yaser Samadi
An Exploratory Analysis of Multiple Multivariate Time Series. AALTD@PKDD/ECML (2015)
Cao-Tri Do, Ahlame Douzal Chouakria, Sylvain Marié, Michèle Rombaut
Multiple metric learning for large margin kNN classification of time series. EUSIPCO (2015)
Cao-Tri Do, Ahlame Douzal Chouakria, Sylvain Marié, Michèle Rombaut
Temporal and Frequential Metric Learning for Time Series kNN Classification. AALTD@PKDD/ECML (2015)
Cao-Tri Do, Ahlame Douzal Chouakria, Sylvain Marié, Michèle Rombaut
A Multi-modal Metric Learning Framework for Time Series kNN Classification. AALTD@PKDD/ECML (Revised Selected Papers) (2015)
Cedric Frambourg, Ahlame Douzal Chouakria, Éric Gaussier
Learning Multiple Temporal Matching for Time Series Classification. IDA (2013)
Ahlame Douzal Chouakria, Cécile Amblard
Classification trees for time series. Pattern Recognit. 45 (3) (2012)
Ahlame Douzal Chouakria, Lynne Billard, Edwin Diday
Principal component analysis for interval-valued observations. Stat. Anal. Data Min. 4 (2) (2011)
Ahlame Douzal Chouakria, Alpha Diallo, Françoise Giroud
A random-periods model for the comparison of a metrics efficiency to classify cell-cycle expressed genes. Pattern Recognit. Lett. 31 (12) (2010)
Alpha Diallo, Ahlame Douzal Chouakria, Françoise Giroud
Which Distance for the Identification and the Differentiation of Cell-Cycle Expressed Genes?. IDA (2009)
Ahlame Douzal Chouakria, Alpha Diallo, Françoise Giroud
Adaptive clustering for time series: Application for identifying cell cycle expressed genes. Comput. Stat. Data Anal. 53 (4) (2009)
Ahlame Douzal Chouakria, Panduranga Naidu Nagabhushan
Adaptive dissimilarity index for measuring time series proximity. Adv. Data Anal. Classif. 1 (1) (2007)
R. Pradeep Kumar, P. Nagabhushan, Ahlame Douzal Chouakria
WaveSim and Adaptive WaveSim Transform for Subsequence Time-Series Clustering. ICIT (2006)
Ahlame Douzal Chouakria
Compression Technique Preserving Correlations of a Multivariate Temporal Sequence. IDA (2003)

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Publication Activity (10 Years)

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Ahlame Douzal Chouakria